Language Processing and Intelligent Information Systems: 20th International Conference, IIS 2013, Warsaw, Poland, June 17-18, 2013, Proceedings (Lecture Notes in Computer Science (7912))

This book constitutes the refereed proceedings of the International Conference on Intelligent Information Systems, IIS 2013, held in Warsaw, Poland in June 2013. The 28 full papers included in this volume were carefully reviewed and selected from 53 submissions. The contributions are organized in topical sections named: Natural language processing, text and Web mining, and machine learning and search. Front Matter....Pages - A Hybrid Approach for Robust Multilingual Toponym Extraction and Disambiguation....Pages 1-15 Towards a Polish LTAG Grammar....Pages 16-21 Incorporating Head Recognition into a CRF Chunker....Pages 22-27 Classification of Predicate-Argument Relations in Polish Data....Pages 28-38 Online Service for Polish Dependency Parsing and Results Visualisation....Pages 39-44 The Scent of Deception: Recognizing Fake Perfume Reviews in Polish....Pages 45-49 Question Classification for Polish Question Answering....Pages 50-56 Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics....Pages 57-68 Detecting Syntactic Errors in Dependency Treebanks for Morphosyntactically Rich Languages....Pages 69-79 A Method for the Computational Representation of Croatian Morphology....Pages 80-91 Mapping Named Entities from NKJP Corpus to Składnica Treebank and Polish Wordnet....Pages 92-105 Automatic Detection of Annotation Errors in Polish-Language Corpora....Pages 106-111 Unsupervised Induction of Persian Semantic Verb Classes Based on Syntactic Information....Pages 112-124 Translation- and Projection-Based Unsupervised Coreference Resolution for Polish....Pages 125-130 WCCL Match – A Language for Text Annotation....Pages 131-144 Diachronic Corpus Based Word Semantic Variation and Change Mining....Pages 145-150 A Representation of an Old Polish Dictionary Designed for Practical Applications....Pages 151-156 Related Entity Finding Using Semantic Clustering Based on Wikipedia Categories....Pages 157-170 Locality Sensitive Hashing for Similarity Search Using MapReduce on Large Scale Data....Pages 171-178 Stabilization of Users Profiling Processed by Metaclustering of Web Pages....Pages 179-186 Towards a Keyword-Focused Web Crawler....Pages 187-197 Threshold ML-KNN: Statistical Evaluation on Multiple Benchmarks....Pages 198-205 Supervised Content Visualization of Scientific Publications: A Case Study on the ArXiv Dataset....Pages 206-211 A Calculus for Personalized PageRank....Pages 212-219 Finding the Number of Clusters on the Basis of Eigenvectors....Pages 220-233 Study on the Estimation of the Bipartite Graph Generator Parameters....Pages 234-244 Expected Value of the Optimization Algorithm Outcome....Pages 245-253 Solving Travelling Salesman Problem Using Egyptian Vulture Optimization Algorithm – A New Approach....Pages 254-267 Back Matter....Pages - Natural Language Processing A Hybrid Approach for Robust Multilingual Toponym Extraction and Disambiguation Towards a Polish LTAG Grammar Incorporating Head Recognition Into a CRF Chunker Classification of Predicate-Argument Relations in Polish Data Online Service for Polish Dependency Parsing and Results Visualisation The Scent of Deception: Recognizing Fake Perfume Reviews in Polish Question Classification for Polish Question Answering Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics Detecting Syntactic Errors in Dependency Treebanks for Morphosyntactically Rich Languages A Method for the Computational Representation of Croatian Morphology Mapping Named Entities from NKJP Corpus to Składnica Treebank and Polish Wordnet Automatic Detection of Annotation Errors in Polish-Language Corpora Unsupervised Induction of Persian Semantic Verb Classes Based on Syntactic Information ^ Translation- and Projection-Based Unsupervised Coreference Resolution for Polish WCCL Match – A Language for Text Annotation Diachronic Corpus Based Word Semantic Variation and Change Mining A Representation of an Old Polish Dictionary Designed for Practical Applications Text and Web Mining Related Entity Finding Using Semantic Clustering Based on Wikipedia Categories Locality Sensitive Hashing for Similarity Search Using MapReduce on Large Scale Data Stabilization of Users Profiling Processed by Metaclustering of Web Pages Towards a Keyword-Focused Web Crawler Threshold ML-KNN: Statistical Evaluation on Multiple Benchmarks Supervised Content Visualization of Scientific Publications: A Case Study on the ArXiv Dataset A Calculus for Personalized Pagerank Machine Learning and Search Finding the Number of Clusters on the Basis of Eigenvectors Study on the Estimation of the Bipartite Graph Generator Parameters ^ ^^ Expected Value of the Optimization Algorithm Outcome Solving Travelling Salesman Problem Using Egyptian Vulture Optimization Algorithm – A New Approach. ^^